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How Computer Vision is Reshaping Real Estate Search - Andrew Flachner

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How Computer Vision is Reshaping Real Estate Search - Andrew Flachner - session from Connect on the Road Miami - November 30, 2016

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How Computer Vision is Reshaping Real Estate Search - Andrew Flachner

  1. 1. COMPUTER VISION
  2. 2. + + + + + Chocolate Pudding Crushed Pineapple Strawberry Jam Very Cherry French VanillaTop Banana
  3. 3. + + + + Crushed Pineapple Raspberry Sunkist Orange Raspberry Sunkist Lemon
  4. 4. ≠ Buttered Popcorn Piña Colada
  5. 5. TANGERINE TANGERINE
  6. 6. KITCHEN ISLAND
  7. 7. KITCHEN ISLAND PENDANT LIGHTING
  8. 8. KITCHEN ISLAND PENDANT LIGHTINGWINE CELLAR
  9. 9. OPEN FLOOR PLAN
  10. 10. OPEN FLOOR PLAN BUILT IN SPEAKERS
  11. 11. COMPUTER VISION
  12. 12. WHAT IS COMPUTER VISION?
  13. 13. Deep Learning A technique by which computers learn to solve problems and improve over time.
  14. 14. Humans are incredibly slow computing machines.
  15. 15. COMPUTER VISION IN YOUR LIFE
  16. 16. Julie Hughes Andrew Flachner
  17. 17. Courtesy Nest Labs
  18. 18. Courtesy: Sighthound
  19. 19. COMPUTER VISION IN REAL ESTATE
  20. 20. Home search ignores hundreds of data points.
  21. 21. On portals and in the MLS, photos are worth zero words.
  22. 22. UNTIL NOW On portals and in the MLS, photos are worth zero words.
  23. 23. PALM TREES STONE WALL TILE ROOF 2-CAR GARAGE BALCONYNATURAL LIGHT
  24. 24. 10,000,000 Photos Tagged
  25. 25. For Sale On market for 1 day For Sale On market for 9 day For Sale On market for 70 day $1,200,000 $1,100,000 $999,000 SAN FRANCISCO | 94115 SAN FRANCISCO | 94114 SAN FRANCISCO | 94114 2385 Bush Street 53 Clarendon Avenue 498 Corbett Street Notable Backsplash, Breakfast Bar, Stainless… Pendant Lighting, Kitchen Island, Hardwood Floors Natural Light, Breakfast Bar, Kitchen Island KITCHEN
  26. 26. SAN FRANCISCO | 94115 SAN FRANCISCO | 94114 SAN FRANCISCO | 94114 2385 Bush Street 53 Clarendon Avenue 498 Corbett Street Vaulted Ceiling, Open Floor Plan, Skylights Hardwood Floors, Natural Light Natural Light, Tray Ceiling, Chandelier LIVINGROOMBATHROOMS Vessel Sink, Double Sinks Bathtub, Natural Light, Double Sinks Bathtub, Tile Walls, Vanity
  27. 27. FOYER/ENTRANCE LIVING/FAMILY ROOM DINING ROOM KITCHEN BATHROOM MISC ALL (1 OF 55)
  28. 28. BATHROOM (1 OF 6) Updated Bathroom, Tile, Vessel Sink FOYER/ENTRANCE LIVING/FAMILY ROOM DINING ROOM KITCHEN BATHROOM MISC
  29. 29. KITCHEN (1 OF 5) Recessed Lighting, Hardwood Floors, Ceiling Fan, Breakfast Bar, Stainless Steel Appliances FOYER/ENTRANCE LIVING/FAMILY ROOM DINING ROOM KITCHEN BATHROOM MISC
  30. 30. THE FUTURE OF COMPUTER VISION
  31. 31. Who will usher in this new era of home search?
  32. 32. WHAT DOES COMPUTER VISION MEAN FOR YOU?
  33. 33. ROBOTS HUMANS
  34. 34. ROBOTS HUMANS MAN-MACHINE SYMBIOSIS
  35. 35. ROBOTS HUMANS MAN-MACHINE SYMBIOSIS
  36. 36. Computer Vision + Agent Expertise
  37. 37. Computer Vision + Agent Expertise = HOME BUYING 
 EXPERIENCE IN 20/20
  38. 38. COMPUTER VISION
  39. 39. COMPUTER VISION

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